• 제목/요약/키워드: process of knowledge generation

검색결과 205건 처리시간 0.027초

환자교육을 위한 유방암 환자의 지식측정 도구개발 (Development and Validation of a Knowledge Scale for Patients with Breast Cancer (KS-Br))

  • 이건숙;이란;김수현
    • 종양간호연구
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    • 제10권1호
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    • pp.59-67
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    • 2010
  • Purpose: The purpose of this study was the development and validation of knowledge scale for patients with breast cancer (KS-Br) in Korea. Methods: The process included the construction of a conceptual framework, generation of preliminary items, and the test of validity and reliability of the scale. Thirty-seven items were developed through an evaluation process by 10 experts and 24 items were finally confirmed through item analysis. Psychometric testing was performed with a convenient sample of 303 women with breast cancer. The data was analyzed using independent t-test, Pearson's correlation, and calculation of KR-20. Results: Participants averaged 70.8% correct on the test. The KS-Br has 24 items consisting of 5 categories: incidence of breast cancer, diagnosis and treatment, symptom management, sexuality, and maintenance of daily life. Validity was supported by the use of content validity, known-group technique, and criterion-related validity. Women who had undergone education intervention scored significantly higher than women who had not (p<.001). KS-Br scores were significantly correlated with those of Mishel's Illness Uncertainty Scale (r=-.214, p<.001). Internal consistency of the KS-Br was appropriate (KR20=.805). Conclusion: This study reveals that the KS-Br is reliable and valid scale to measure the knowledge of breast cancer. Therefore, this scale can be effectively utilized to assess the knowledge of patients with breast cancer regarding their disease.

4차 산업혁명의 관점에서 제품수명주기관리의 지식영역 적용도 분석 (Analyses of the Application of the Knowledge Domain of Product Lifecycle Management: The Perspective of the 4th Industrial Revolution)

  • 허광호;이유미;유영진;김진회;오유상;김인재
    • 지식경영연구
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    • 제22권2호
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    • pp.209-225
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    • 2021
  • 제품수명주기관리(Product Lifecycle Management)는 8개의 지식영역으로 구성된 잘 정의된 관리방법이다. 4차 산업혁명이 스마트 팩토리와 밀접한 관련이 있기 때문에 궁극적으로 제품의 아이디어 생성에서 폐기까지의 전 과정을 효과적으로 관리하는 제품수명주기관리의 중요성이 부각되고 있다. 본 연구는 제품수명주기관리 분야의 전문가를 대상으로 제품수명주기관리의 지식영역의 현재와 향후 적용정도를 4차 산업혁명의 관점에서 분석하였다. 제품수명주기관리의 지식영역이 현장에서 어느 정도 적용되고 있는지를 현재의 관점과 가까운 미래의 관점에서 전문가 인식을 분석하였다. 제품수명주기관리의 지식영역의 현재 및 미래의 적용정도를 분석하고, 적용정도의 관점에서 지식영역 간의 차이가 있는지를 분석하였다. 분석된 결과를 중심으로 그 의미와 향후 흐름을 제시하였다.

온톨로지 기반의 보일러 셧다운 절차 생성 : 지식표현 및 훈련시나리오 활용 (An Ontology-based Generation of Operating Procedures for Boiler Shutdown : Knowledge Representation and Application to Operator Training)

  • 박명남;김태옥;이봉우;신동일
    • 한국가스학회지
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    • 제21권4호
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    • pp.47-61
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    • 2017
  • 대규모 플랜트에서 조업자 안전훈련 모델의 전제조건은 조업에 관련된 다양한 위험의 상세분석 및 지식표현으로 얻어진 운영절차의 범용성과 정확성이다. 본 연구에서는 조업절차의 생성을 위해 인공지능 플래닝 기법을 고려하여 조업자의 일반행위와 조치행위 그리고 기술용어 등을 분류하고, 지식의 공유 및 재사용을 고려하여 플랜트의 운영과정과 관련된 조업행위 및 용어의 확장을 지식표현 온톨로지 형태로 정의하였다. 또한 조업의 일반적인 행위의 구체화를 위해 Hierarchical Task Network (HTN)기반의 행위계획을 적용하여 목표와 실행이 가능한 수준까지 분할하여 여러 상황에 따른 절차를 생성하도록 설계하였다. 이후 실제 보일러 설비의 사례연구를 통해 조업조건과 운전상태 그리고 장치들 간의 운전목적에 따라 구성설비의 역할을 분류하고, 비상정지절차를 생성하였으며, 제안한 방법의 실제 플랜트 적용 가능성을 확인하였다. 체계적인 지식표현에 기초한 지식베이스 구축은 일반적인 플랜트 운영절차 및 조업자 안전훈련 시나리오의 생성에도 활용이 가능할 것이며, 향후 자동생성 등에도 활용될 수 있을 것으로 판단된다.

Formation of the Digital Generation in a Distance Learning Environment

  • Nataliіa, Levchenko;Nataliia, Sukhostavets;Lesia, Zelman;Alla, Kulichenko;Kseniia, Balabanova
    • International Journal of Computer Science & Network Security
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    • 제22권5호
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    • pp.335-341
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    • 2022
  • This article is devoted to the study of the process of formation of the digital generation in a distance learning environment. With the introduction of quarantine due to the spread of COVID-19, opponents of digital technologies were forced to turn to relevant resources, while supporters identified new opportunities for the development of didactics and education in general. The irreversibility of the former educational reality became apparent and only the scale of the vision of potential change by interested and disinterested groups differed. Using a comprehensive approach, the authors consider the issues related to the direct and indirect impact of distance learning on children and young people born after the beginning of the XXI century. The article reveals the prerequisites and implications of distance education for the interaction of participants in the educational process. IC technologies during the educational process in the primary grades, in addition to identifying the student's learning deficit, should provide the transmission of non-verbal signals, which are important for children of this age. At the same time in the secondary school IR-technologies are designed to replace frontal learning during the assimilation of knowledge and at the same time not to worsen the quality of the educational process. Formation of students in the HEI takes place in the political science format, constant discussion of problem situations, so the task of introducing IC technology in this process is the accurate transfer of the content of the discussions. Individualization and autonomization of the educational process, its dependence on the results of the choice of educational content, and the use of pedagogical management tools change the philosophy of education for children and youth. The authors conclude that the formation of a digital generation, characterized by an increased level of digital literacy of children and youth, the possession of a certain level of digital capacity requires the use of strategies aimed at optimizing the learning process in a digital educational environment.

2D 건축도면기반 BIM 엘리먼트 생성 모델 (Generation Model for BIM Elements based on Architectural Drawings)

  • 배창준;박상헌;조동현;구교진
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2018년도 춘계 학술논문 발표대회
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    • pp.68-69
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    • 2018
  • The construction drawing is a collection of knowledge that has accumulated knowledge and experience of designers and is highly valuable for recycling in the future. BIM is a process and technology that acquires and manages the information needed for the whole life cycle of a building. In order to recycle digitalized 2D drawings in BIM Tool, it is required to use 3D information based on the drawing information to save and reuse them, but there is little research on related methods or system development. In this study, 3D elements are created based on 2D drawing information, and libraries are constructed, and BIM Tool is used to improve the recyclability of drawing information.

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소셜미디어 토픽모델링을 통한 스마트폰 마케팅 전략 수립 지원 (A Topic Modeling Approach to Marketing Strategies for Smartphone Companies)

  • 차윤정;이지혜;최지은;김희웅
    • 지식경영연구
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    • 제16권4호
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    • pp.69-87
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    • 2015
  • Given the huge number of data produced by its users, SNS is a great source of customer insights. Since viral trends in SNS reflect customers' direct feedback, companies can draw out highly meaningful business insights when such data is effectively analyzed and managed. However, while the importance of understanding SNS big data keeps growing, the methods for analyzing atypical data such as SNS postings for business insights over product has not been well studied. This study aims to demonstrate the way to exploit topic modeling method to support marketing strategy generation and therefore leverage business process. First, we conducted topic modeling analysis for twitter data of Apple and Samsung smartphones. Then we comparatively examined the analysis results to draw meaningful market insights about each smartphone product. Finally, we draw out a strategic marketing recommendation for each smartphone brand based on the findings.

향상된 세일리언시 맵과 슈퍼픽셀 기반의 효과적인 영상 분할 (Efficient Image Segmentation Algorithm Based on Improved Saliency Map and Superpixel)

  • 남재현;김병규
    • 한국멀티미디어학회논문지
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    • 제19권7호
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    • pp.1116-1126
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    • 2016
  • Image segmentation is widely used in the pre-processing stage of image analysis and, therefore, the accuracy of image segmentation is important for performance of an image-based analysis system. An efficient image segmentation method is proposed, including a filtering process for super-pixels, improved saliency map information, and a merge process. The proposed algorithm removes areas that are not equal or of small size based on comparison of the area of smoothed superpixels in order to maintain generation of a similar size super pixel area. In addition, application of a bilateral filter to an existing saliency map that represents human visual attention allows improvement of separation between objects and background. Finally, a segmented result is obtained based on the suggested merging process without any prior knowledge or information. Performance of the proposed algorithm is verified experimentally.

GENCOM;An Expert System Mechanism of Genetic Algorithm based Cognitive Map Generator

  • Lee, Nam-Ho;Chung, Nam-Ho;Lee, Kun-Chang
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2007년도 한국지능정보시스템학회
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    • pp.375-381
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    • 2007
  • Cognitive map (CM) has long been used as an effective way of constructing the human thinking process. In literature regarding CM, a number of successful researches were reported, where CM based what-if analysis could enhance firm's performance. However, there exit very few researches investigating the CM generation method. Therefore this study proposes a GENCOM (Genetic Algorithm based Cognitive Map Generator). In this model combined with CM and GA, GA will find the optimal weight and input vector so that the CM generation. To empirically prove the effectiveness of GENCOM, we collected valid questionnaires from expert in S/W sales cases. Empirical results showed that GENCOM could contribute to effective CM simulation and very useful method to extracting the tacit knowledge of sales experts.

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표면분석 장비를 활용한 차세대 나노소자 물성분석 (Latest analysis methods for the next generation of nano devices using multi-disciplinary in situ Nano-Surface Analytical System)

  • 이주한
    • 진공이야기
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    • 제1권1호
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    • pp.21-26
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    • 2014
  • The new materials such as graphene and other nano scale structured materials are attracting great attention due to its expandability for the future electronic devices. In this presentation, a variety of analysis techniques will be introduced for the latest new material applications such as graphene and organic materials with number of metals. The basic properties of next generation device should be carefully analyzed without being exposed to ambient surrounding since the physical and chemical properties of new material or interface states are easily and drastically changed by ambient condition. With the combination of the fabrication process and precise analysis instruments, it is expected to set the facilities supporting the nanotechnology industry and other research groups. This system will give strong support nanotechnology and other complex science with qualified data and information on basic knowledge on the new-forthcoming materials for the future.

Rough Set 이론을 이용한 쓰레기 소각로의 퍼지제어 시스템을 위한 입출력 관계 설정 및 규칙 생성 (Determination of the Input/Output Relations and Rule Generation for Fuzzy Combustion Control System of Refuse Incinerator using Rough Set Theory)

  • 방원철;변증남
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1997년도 춘계학술대회 학술발표 논문집
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    • pp.81-86
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    • 1997
  • It is proposed, for fuzzy combustion control system of refuse incinerator to find the relationship between inputs and outputs and to generate rules to control by using rough set theory. It is not easy to find out the corresponding inputs for each output and the control rules with incomplete or imprecise information consisting expert knowledge, process and manipulator values in the field, and operation manual for the given system. Most decision problems can be formulated employing decision table formalism. A decision table on fuzzy combustion control system for refuse incinerator is simplified and produces control(rules). The I/O realtions and the control rules found by rough set theory are compared with the previous result.

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